Sensitivity based Neural Networks Explanations

3 December 2018

Papers citing "Sensitivity based Neural Networks Explanations"

7 / 7 papers shown

Title
Can I Trust the Explanations? Investigating Explainable Machine Learning Methods for Monotonic Models Dangxing Chen FAtt LRM 40 1 0 23 Sep 2023
iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams Maximilian Muschalik Fabian Fumagalli Barbara Hammer Eyke Hüllermeier 48 3 0 02 Mar 2023
Interpretable Selective Learning in Credit Risk Dangxing Chen Weicheng Ye Jiahui Ye FaML 61 16 0 21 Sep 2022
Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring Dangxing Chen Weicheng Ye FaML 70 14 0 21 Sep 2022
Two-stage Modeling for Prediction with Confidence Dangxing Chen OODD OOD 41 1 0 19 Sep 2022
Understanding Global Feature Contributions With Additive Importance Measures Ian Covert Scott M. Lundberg Su-In Lee FAtt 62 23 0 01 Apr 2020
Computationally Efficient Feature Significance and Importance for Machine Learning Models Enguerrand Horel K. Giesecke FAtt 35 9 0 23 May 2019